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Investor Behaviour Heterogeneity in the Options Market

Investor Behaviour Heterogeneity in the Options Market
Author: Nahla Boutouria
Publisher:
Total Pages: 8
Release: 2020
Genre:
ISBN:

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Behavioural finance confirmed the existence of two types of agents, fundamentalists and chartists, in the financial market. Fundamentalists follow the traditional efficiency market theory based on adaptive learning rule, whereas chartists follow the price tendency and past price movements. This paper examines the heterogeneity between fundamentalists and chartists. To this aim, we propose to introduce a sentiment variable in the classic model of Black and Scholes (1973) and to extract in a novel way the implied volatility variable. After that, we estimate the Markov switching model on this variable to test heterogeneity in the French market. The estimated daily data from 2009 to 2018 for 30 companies daily of CAC40 in a sectoral analysis confirm the evidence of heterogeneity between chartists and fundamentalists.


Investor Heterogeneity, Sentiment, and Skewness Preference in Options Market

Investor Heterogeneity, Sentiment, and Skewness Preference in Options Market
Author: Aristogenis Lazos
Publisher:
Total Pages: 31
Release: 2016
Genre:
ISBN:

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This paper builds upon and extends Bali and Murray (2013) to investigate skewness preferences when investors with heterogeneous expectations hold long skewness positions. When investors are pessimistic (either pessimistic or optimistic), their overconfidence produces a downward (upward) bias which explains their negative (positive) skewness preference. When investors are optimistic, their overconfidence is reflected in the bottom skewness portfolio which explains why they show a negative skewness preference as a result of overestimation for this portfolio. The over-or-under-valuation takes place in the absence of a risk-premium.


Behavioral Heterogeneity in the Option Market

Behavioral Heterogeneity in the Option Market
Author: Bart Frijns
Publisher:
Total Pages: 28
Release: 2016
Genre:
ISBN:

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This paper develops and tests a heterogeneous agents model for the option market. Contrary to the common practice in the heterogeneous agents literature of modeling the level process, we introduce heterogeneity and switching in the variance process of the stock market. The market consists of two types of agents; fundamentalists are assumed to expect the conditional volatility to return to the unconditional volatility, while chartists respond solely on noise from the level process. Agents are able to switch between groups according to a multinomial logit switching mechanism. The model simplifies to a GARCH-type specification with time-varying parameters, which depend on the distribution of agents across types. Estimation results for index options on the German DAX30 reveal that different types of traders are also actively involved in trading volatility. Being the only unobserved variable in an option pricing model, volatility plays a pivotal role in the determination of the value of an option. Hence, we find evidence that observed option prices are the result of heterogeneity in expectations about future volatility.


Speculations in Option Markets Enhance Allocation Efficiency with Heterogeneous Beliefs and Learning

Speculations in Option Markets Enhance Allocation Efficiency with Heterogeneous Beliefs and Learning
Author: Zhenjiang Qin
Publisher:
Total Pages: 53
Release: 2013
Genre:
ISBN:

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Many studies investigate the impact of heterogeneous beliefs in the first moment, while very few in the second moment. This is partially due to continuous-time setup which makes it difficult to incorporate heterogeneous beliefs in the second moment. In a two-period exponential-normal model with Bayesian learning, I demonstrate that heterogeneous prior variances give rise to the economic value of option markets. Investors speculate in option market and public information improves allocation efficiency of markets only when there is heterogeneity in prior variances. Heterogeneity in mean is neither a necessary nor a sufficient condition for generating speculations in option markets. With heterogeneous beliefs, options are non-redundant assets which can facilitate side-betting and enable investors to take advantage of the disagreements and the differences in confidence. This fact leads to a higher growth rate in the investors' certainty equivalents and, thus, a higher equilibrium interest rate. Furthermore, option exhibits a unique feature of enabling signal precision to affect the ex ante risk premium of underlying asset, which quadratic derivative and stock do not have.


Lifecycle Investing

Lifecycle Investing
Author: Ian Ayres
Publisher: ReadHowYouWant.com
Total Pages: 358
Release: 2010-05
Genre: Business & Economics
ISBN: 1458758427

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Diversification provides a well-known way of getting something close to a free lunch: by spreading money across different kinds of investments, investors can earn the same return with lower risk (or a much higher return for the same amount of risk). This strategy, introduced nearly fifty years ago, led to such strategies as index funds. What if we were all missing out on another free lunch that’s right under our noses? InLifecycle Investing, Barry Nalebuff and Ian Ayres-two of the most innovative thinkers in business, law, and economics-have developed tools that will allow nearly any investor to diversify their portfolios over time. By using leveraging when young-a controversial idea that sparked hate mail when the authors first floated it in the pages ofForbes-investors of all stripes, from those just starting to plan to those getting ready to retire, can substantially reduce overall risk while improving their returns. InLifecycle Investing, readers will learn How to figure out the level of exposure and leverage that’s right foryou How the Lifecycle Investing strategy would have performed in the historical market Why it will work even if everyone does it Whennotto adopt the Lifecycle Investing strategy Clearly written and backed by rigorous research,Lifecycle Investingpresents a simple but radical idea that will shake up how we think about retirement investing even as it provides a healthier nest egg in a nicely feathered nest.


Options on Leveraged ETFs

Options on Leveraged ETFs
Author: Stephen Figlewski
Publisher:
Total Pages: 48
Release: 2014
Genre:
ISBN:

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A risk-neutral probability distribution (RND) for future S&P 500 returns extracted from index options contains investors' true expectations and also their risk preferences. But the empirical pricing kernel that emerges in a representative agent framework, which suppresses investor differences, is inconsistent with investor rationality. The anomalous shape can be generated easily in a model with heterogeneous investors facing limits to arbitrage, however. We explore investor heterogeneity directly via RNDs extracted from options on three exchange traded funds with leveraged short and long exposures to the S&P 500 index, and find large differences that are not arbitraged away. For example, holders of ETFs with short exposure to the market value payoffs in negative return states significantly more than those with long exposure do. Separating true expectations from risk premia requires further assumptions, so we consider polar cases in which either all investors have the same expectations but different risk preferences, or the reverse. The results are largely consistent with the expectations differences we anticipate from investors choosing short or leveraged long market exposure. We then look at changes in RNDs to see how realized returns affect investors with different expectations. A large negative realized return raises the median future return expected by bulls but lowers it for bears. Uncertainty over future returns widens for both types of investors when they are wrong and narrows when they are right.